9. Research & Analysis

Provides a systematic Socratic questioning framework to deepen understanding, challenge assumptions, and uncover hidden beliefs in requirements gathering, debugging, and critical analysis.

Applies TRIZ methodology to systematically resolve technical contradictions and generate innovative engineering solutions.

Guides systematic debugging, feature experimentation, and A/B testing design through hypothesis-driven testing and falsification.

Combines multiple mental models to provide comprehensive analysis for complex problems and high-stakes decisions.

Detects mismatches between mental models and reality to improve analytical rigor and decision accuracy.

Analyzes complex problems through systems thinking, identifying feedback loops and emergent behavior to enhance debugging and decision-making in interconnected systems.

Enables rapid order-of-magnitude estimation for business and technical problems through decomposition into known factors.

Tests ideas through hypothetical scenarios for architecture evaluation, edge case analysis, ethics, and strategy development.

Conducts Fault Tree Analysis (FTA) to identify failure causes in safety-critical systems using Boolean logic and probability calculations.

Efficiently retrieves, parses, and synthesizes web search results from multiple engines for research and analysis workflows.

Conducts Failure Mode and Effects Analysis (FMEA) using AIAG-VDA methodology to identify, assess, and prioritize potential failures in designs, processes, and systems.

Generates or updates market analysis reports, including competitive landscape and market trend insights.

Generates or updates competitive landscape analyses by gathering and synthesizing market intelligence on competitors.

Assigns tasks for competitor analysis, market research, win/loss analysis, and trend monitoring to inform strategic business decisions.

Provides core research principles for hypothesis-driven investigations, applicable across scientific and collaborative environments.

Autonomous research assistant that investigates questions, maintains hypotheses, and coordinates specialized agents to synthesize complex information.

Verifies software versions, dates, and status against assertions.yaml and web sources to prevent hallucinations before answering questions.

Provides deep analysis mode for complex problems requiring thorough reasoning, multi-approach evaluation, and high-stakes recommendations.

Conducts thorough, non-superficial analysis of complex problems by synthesizing multiple information sources to avoid premature conclusions.

Delivers AI-generated research with citations and structured JSON output for terminal-based topic exploration without coding.

Provides competitive intelligence tools for market monitoring, positioning analysis, and win/loss analysis to inform strategic business decisions.

Conducts thorough research, analyzes patterns, and synthesizes knowledge from multiple sources to deliver comprehensive insights.

Downloads NSE India company filings (annual reports, presentations, etc.) and optionally adds them to NotebookLM for research notebook creation.

Enables meticulous problem analysis and elegant solution design through a craftsman-like deep thinking approach.